Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 377 |
| Missing cells | 57 |
| Missing cells (%) | 1.2% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 39.8 KiB |
| Average record size in memory | 108.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 1 |
Close is highly overall correlated with High and 4 other fields | High correlation |
High is highly overall correlated with Close and 4 other fields | High correlation |
Low is highly overall correlated with Close and 4 other fields | High correlation |
MA_10 is highly overall correlated with Close and 4 other fields | High correlation |
MA_20 is highly overall correlated with Close and 4 other fields | High correlation |
Open is highly overall correlated with Close and 4 other fields | High correlation |
Return is highly overall correlated with open-close | High correlation |
Volume is highly overall correlated with low-high | High correlation |
low-high is highly overall correlated with Volume | High correlation |
open-close is highly overall correlated with Return | High correlation |
MA_10 has 9 (2.4%) missing values | Missing |
Volatility_10 has 9 (2.4%) missing values | Missing |
MA_20 has 19 (5.0%) missing values | Missing |
Volatility_20 has 19 (5.0%) missing values | Missing |
Volume has unique values | Unique |
Reproduction
| Analysis started | 2024-07-04 03:51:24.609409 |
|---|---|
| Analysis finished | 2024-07-04 03:51:42.681241 |
| Duration | 18.07 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
Open
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 361 |
|---|---|
| Distinct (%) | 95.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.52265 |
| Minimum | 126.01 |
|---|---|
| Maximum | 220 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 126.01 |
|---|---|
| 5-th percentile | 143.81 |
| Q1 | 169.03 |
| median | 177.7 |
| Q3 | 189.33 |
| 95-th percentile | 196.372 |
| Maximum | 220 |
| Range | 93.989998 |
| Interquartile range (IQR) | 20.300003 |
Descriptive statistics
| Standard deviation | 17.327144 |
|---|---|
| Coefficient of variation (CV) | 0.098158188 |
| Kurtosis | 0.52549196 |
| Mean | 176.52265 |
| Median Absolute Deviation (MAD) | 10.580002 |
| Skewness | -0.5250557 |
| Sum | 66549.04 |
| Variance | 300.22991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 181.2700043 | 3 | 0.8% |
| 182.3500061 | 2 | 0.5% |
| 176.4799957 | 2 | 0.5% |
| 195.0899963 | 2 | 0.5% |
| 191.4100037 | 2 | 0.5% |
| 189.8399963 | 2 | 0.5% |
| 171.75 | 2 | 0.5% |
| 191.5700073 | 2 | 0.5% |
| 184.8999939 | 2 | 0.5% |
| 189.3300018 | 2 | 0.5% |
| Other values (351) | 356 |
| Value | Count | Frequency (%) |
| 126.0100021 | 1 | |
| 126.8899994 | 1 | |
| 127.1299973 | 1 | |
| 130.2599945 | 1 | |
| 130.2799988 | 1 | |
| 130.4700012 | 1 | |
| 131.25 | 1 | |
| 132.0299988 | 1 | |
| 133.8800049 | 1 | |
| 134.0800018 | 1 |
| Value | Count | Frequency (%) |
| 220 | 1 | |
| 217.5899963 | 1 | |
| 216.1499939 | 1 | |
| 215.7700043 | 1 | |
| 214.7400055 | 1 | |
| 214.6900024 | 1 | |
| 213.9299927 | 1 | |
| 213.8500061 | 1 | |
| 213.3699951 | 1 | |
| 212.0899963 | 1 |
High
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 365 |
|---|---|
| Distinct (%) | 96.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 178.17568 |
| Minimum | 127.77 |
|---|---|
| Maximum | 221.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 127.77 |
|---|---|
| 5-th percentile | 146.398 |
| Q1 | 170.45 |
| median | 179.63 |
| Q3 | 190.07001 |
| 95-th percentile | 198.046 |
| Maximum | 221.55 |
| Range | 93.780006 |
| Interquartile range (IQR) | 19.62001 |
Descriptive statistics
| Standard deviation | 17.294943 |
|---|---|
| Coefficient of variation (CV) | 0.097066804 |
| Kurtosis | 0.5905372 |
| Mean | 178.17568 |
| Median Absolute Deviation (MAD) | 10.290009 |
| Skewness | -0.4513424 |
| Sum | 67172.23 |
| Variance | 299.11507 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 196.6300049 | 2 | 0.5% |
| 174.0299988 | 2 | 0.5% |
| 189.9900055 | 2 | 0.5% |
| 187.1000061 | 2 | 0.5% |
| 174.3000031 | 2 | 0.5% |
| 187.0500031 | 2 | 0.5% |
| 147.2299957 | 2 | 0.5% |
| 180.1199951 | 2 | 0.5% |
| 182.7599945 | 2 | 0.5% |
| 194.3999939 | 2 | 0.5% |
| Other values (355) | 357 |
| Value | Count | Frequency (%) |
| 127.7699966 | 1 | |
| 128.6600037 | 1 | |
| 130.2899933 | 1 | |
| 130.8999939 | 1 | |
| 131.2599945 | 1 | |
| 133.4100037 | 1 | |
| 133.5099945 | 1 | |
| 134.2599945 | 1 | |
| 134.9199982 | 1 | |
| 136.25 | 1 |
| Value | Count | Frequency (%) |
| 221.5500031 | 1 | |
| 220.3800049 | 1 | |
| 220.1999969 | 1 | |
| 218.9499969 | 1 | |
| 218.6300049 | 1 | |
| 217.5099945 | 1 | |
| 216.75 | 1 | |
| 216.0700073 | 1 | |
| 215.7400055 | 1 | |
| 215.1699982 | 1 |
Low
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 372 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.16459 |
| Minimum | 124.17 |
|---|---|
| Maximum | 219.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 124.17 |
|---|---|
| 5-th percentile | 142.736 |
| Q1 | 168 |
| median | 176.57001 |
| Q3 | 187.78 |
| 95-th percentile | 195.264 |
| Maximum | 219.03 |
| Range | 94.860001 |
| Interquartile range (IQR) | 19.779999 |
Descriptive statistics
| Standard deviation | 17.228465 |
|---|---|
| Coefficient of variation (CV) | 0.098355868 |
| Kurtosis | 0.57082689 |
| Mean | 175.16459 |
| Median Absolute Deviation (MAD) | 10.360001 |
| Skewness | -0.56182544 |
| Sum | 66037.05 |
| Variance | 296.82001 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 177.6000061 | 2 | 0.5% |
| 194.1399994 | 2 | 0.5% |
| 172.0500031 | 2 | 0.5% |
| 182.4400024 | 2 | 0.5% |
| 170.7599945 | 2 | 0.5% |
| 191.0899963 | 1 | 0.3% |
| 181.5 | 1 | 0.3% |
| 180.1699982 | 1 | 0.3% |
| 180.8800049 | 1 | 0.3% |
| 183.4299927 | 1 | 0.3% |
| Other values (362) | 362 |
| Value | Count | Frequency (%) |
| 124.1699982 | 1 | |
| 124.7600021 | 1 | |
| 124.8899994 | 1 | |
| 125.0800018 | 1 | |
| 128.1199951 | 1 | |
| 129.8899994 | 1 | |
| 130.4600067 | 1 | |
| 131.4400024 | 1 | |
| 131.6600037 | 1 | |
| 133.7700043 | 1 |
| Value | Count | Frequency (%) |
| 219.0299988 | 1 | |
| 215.1000061 | 1 | |
| 213 | 1 | |
| 212.7200012 | 1 | |
| 212.3500061 | 1 | |
| 211.9199982 | 1 | |
| 211.6000061 | 1 | |
| 211.3000031 | 1 | |
| 210.6399994 | 1 | |
| 210.3000031 | 1 |
Close
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 364 |
|---|---|
| Distinct (%) | 96.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.75347 |
| Minimum | 125.02 |
|---|---|
| Maximum | 221.55 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 125.02 |
|---|---|
| 5-th percentile | 145.106 |
| Q1 | 169 |
| median | 178.17999 |
| Q3 | 189.41 |
| 95-th percentile | 197.066 |
| Maximum | 221.55 |
| Range | 96.530006 |
| Interquartile range (IQR) | 20.410004 |
Descriptive statistics
| Standard deviation | 17.2165 |
|---|---|
| Coefficient of variation (CV) | 0.097404026 |
| Kurtosis | 0.5997314 |
| Mean | 176.75347 |
| Median Absolute Deviation (MAD) | 10.179993 |
| Skewness | -0.50514178 |
| Sum | 66636.06 |
| Variance | 296.40788 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 179.8000031 | 2 | 0.5% |
| 194.5 | 2 | 0.5% |
| 175.8399963 | 2 | 0.5% |
| 178.8500061 | 2 | 0.5% |
| 172.6900024 | 2 | 0.5% |
| 172.0700073 | 2 | 0.5% |
| 173 | 2 | 0.5% |
| 176.0800018 | 2 | 0.5% |
| 177.9700012 | 2 | 0.5% |
| 173.75 | 2 | 0.5% |
| Other values (354) | 357 |
| Value | Count | Frequency (%) |
| 125.0199966 | 1 | |
| 125.0699997 | 1 | |
| 126.3600006 | 1 | |
| 129.6199951 | 1 | |
| 130.1499939 | 1 | |
| 130.7299957 | 1 | |
| 133.4100037 | 1 | |
| 133.4900055 | 1 | |
| 134.7599945 | 1 | |
| 135.2100067 | 1 |
| Value | Count | Frequency (%) |
| 221.5500031 | 1 | |
| 220.2700043 | 1 | |
| 216.75 | 1 | |
| 216.6699982 | 1 | |
| 214.2899933 | 1 | |
| 214.2400055 | 1 | |
| 214.1000061 | 1 | |
| 213.25 | 1 | |
| 213.0700073 | 1 | |
| 212.4900055 | 1 |
Volume
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 377 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61135131 |
| Minimum | 24048300 |
|---|---|
| Maximum | 2.464214 × 108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 24048300 |
|---|---|
| 5-th percentile | 40836740 |
| Q1 | 48088700 |
| median | 54945800 |
| Q3 | 67772100 |
| 95-th percentile | 99947360 |
| Maximum | 2.464214 × 108 |
| Range | 2.223731 × 108 |
| Interquartile range (IQR) | 19683400 |
Descriptive statistics
| Standard deviation | 22873021 |
|---|---|
| Coefficient of variation (CV) | 0.37413874 |
| Kurtosis | 17.149158 |
| Mean | 61135131 |
| Median Absolute Deviation (MAD) | 9174300 |
| Skewness | 3.2341452 |
| Sum | 2.3047944 × 1010 |
| Variance | 5.2317509 × 1014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 112117500 | 1 | 0.3% |
| 34049900 | 1 | 0.3% |
| 49128400 | 1 | 0.3% |
| 46792900 | 1 | 0.3% |
| 42841800 | 1 | 0.3% |
| 59144500 | 1 | 0.3% |
| 62303300 | 1 | 0.3% |
| 71983600 | 1 | 0.3% |
| 58414500 | 1 | 0.3% |
| 82488700 | 1 | 0.3% |
| Other values (367) | 367 |
| Value | Count | Frequency (%) |
| 24048300 | 1 | |
| 28919300 | 1 | |
| 31458200 | 1 | |
| 34049900 | 1 | |
| 34648500 | 1 | |
| 35175100 | 1 | |
| 36294600 | 1 | |
| 37122800 | 1 | |
| 37266700 | 1 | |
| 37283200 | 1 |
| Value | Count | Frequency (%) |
| 246421400 | 1 | |
| 198134300 | 1 | |
| 172373300 | 1 | |
| 163224100 | 1 | |
| 154357300 | 1 | |
| 136682600 | 1 | |
| 128256700 | 1 | |
| 121946500 | 1 | |
| 121664700 | 1 | |
| 118339000 | 1 |
open-close
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 309 |
|---|---|
| Distinct (%) | 82.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.23082217 |
| Minimum | -13.5 |
|---|---|
| Maximum | 5.6800079 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 210 |
| Negative (%) | 55.7% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -13.5 |
|---|---|
| 5-th percentile | -2.9900055 |
| Q1 | -1.4900055 |
| median | -0.13999939 |
| Q3 | 1.0200043 |
| 95-th percentile | 2.9220032 |
| Maximum | 5.6800079 |
| Range | 19.180008 |
| Interquartile range (IQR) | 2.5100098 |
Descriptive statistics
| Standard deviation | 2.0116398 |
|---|---|
| Coefficient of variation (CV) | -8.7151063 |
| Kurtosis | 5.0322089 |
| Mean | -0.23082217 |
| Median Absolute Deviation (MAD) | 1.2299957 |
| Skewness | -0.73711105 |
| Sum | -87.019958 |
| Variance | 4.0466945 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5599975586 | 4 | 1.1% |
| 1.080001831 | 3 | 0.8% |
| -0.3600006104 | 3 | 0.8% |
| -0.04000854492 | 3 | 0.8% |
| 0.08000183105 | 3 | 0.8% |
| -0.1399993896 | 3 | 0.8% |
| -0.1100006104 | 3 | 0.8% |
| 1.229995728 | 2 | 0.5% |
| 1.550003052 | 2 | 0.5% |
| 0.0299987793 | 2 | 0.5% |
| Other values (299) | 349 |
| Value | Count | Frequency (%) |
| -13.5 | 1 | |
| -6.699996948 | 1 | |
| -6.470001221 | 1 | |
| -5.990005493 | 1 | |
| -5.700012207 | 1 | |
| -4.660003662 | 1 | |
| -4.419998169 | 1 | |
| -4.120010376 | 1 | |
| -4.009994507 | 1 | |
| -3.929992676 | 1 |
| Value | Count | Frequency (%) |
| 5.680007935 | 1 | |
| 5.489990234 | 1 | |
| 5.209999084 | 1 | |
| 5.150009155 | 1 | |
| 4.289993286 | 1 | |
| 4.25 | 1 | |
| 4.099990845 | 1 | |
| 3.779998779 | 1 | |
| 3.769989014 | 1 | |
| 3.529998779 | 1 |
low-high
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 272 |
|---|---|
| Distinct (%) | 72.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -3.0110877 |
| Minimum | -13.529999 |
|---|---|
| Maximum | -0.95999146 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 377 |
| Negative (%) | 100.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -13.529999 |
|---|---|
| 5-th percentile | -5.4440033 |
| Q1 | -3.3799896 |
| median | -2.7000122 |
| Q3 | -2.2200012 |
| 95-th percentile | -1.4860046 |
| Maximum | -0.95999146 |
| Range | 12.570007 |
| Interquartile range (IQR) | 1.1599884 |
Descriptive statistics
| Standard deviation | 1.4195068 |
|---|---|
| Coefficient of variation (CV) | -0.47142659 |
| Kurtosis | 16.005455 |
| Mean | -3.0110877 |
| Median Absolute Deviation (MAD) | 0.5900116 |
| Skewness | -2.9766445 |
| Sum | -1135.1801 |
| Variance | 2.0149995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -3.580001831 | 5 | 1.3% |
| -2.419998169 | 4 | 1.1% |
| -2.330001831 | 4 | 1.1% |
| -1.809997559 | 4 | 1.1% |
| -2.130004883 | 4 | 1.1% |
| -2.660003662 | 4 | 1.1% |
| -2.820007324 | 4 | 1.1% |
| -2.520004272 | 3 | 0.8% |
| -3.330001831 | 3 | 0.8% |
| -3.089996338 | 3 | 0.8% |
| Other values (262) | 339 |
| Value | Count | Frequency (%) |
| -13.52999878 | 1 | |
| -13.30000305 | 1 | |
| -9.550003052 | 1 | |
| -8.080001831 | 1 | |
| -7.380004883 | 1 | |
| -7.300003052 | 1 | |
| -6.910003662 | 1 | |
| -6.729995728 | 1 | |
| -6.650009155 | 1 | |
| -6.229995728 | 1 |
| Value | Count | Frequency (%) |
| -0.9599914551 | 1 | |
| -1.059997559 | 2 | |
| -1.11000061 | 1 | |
| -1.130004883 | 1 | |
| -1.199996948 | 1 | |
| -1.230010986 | 1 | |
| -1.260009766 | 1 | |
| -1.339996338 | 1 | |
| -1.36000061 | 1 | |
| -1.399993896 | 1 |
MA_10
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 368 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 9 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.87064 |
| Minimum | 130.455 |
|---|---|
| Maximum | 213.092 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 130.455 |
|---|---|
| 5-th percentile | 148.6258 |
| Q1 | 170.044 |
| median | 177.544 |
| Q3 | 188.74125 |
| 95-th percentile | 195.7102 |
| Maximum | 213.092 |
| Range | 82.637003 |
| Interquartile range (IQR) | 18.697249 |
Descriptive statistics
| Standard deviation | 15.647832 |
|---|---|
| Coefficient of variation (CV) | 0.088470489 |
| Kurtosis | 0.38658574 |
| Mean | 176.87064 |
| Median Absolute Deviation (MAD) | 9.7294983 |
| Skewness | -0.56775582 |
| Sum | 65088.395 |
| Variance | 244.85464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 192.225 | 1 | 0.3% |
| 184.2049988 | 1 | 0.3% |
| 184.5009995 | 1 | 0.3% |
| 185.3909988 | 1 | 0.3% |
| 186.1569992 | 1 | 0.3% |
| 186.912999 | 1 | 0.3% |
| 187.598999 | 1 | 0.3% |
| 188.4449997 | 1 | 0.3% |
| 189.3569992 | 1 | 0.3% |
| 190.7220001 | 1 | 0.3% |
| Other values (358) | 358 | |
| (Missing) | 9 | 2.4% |
| Value | Count | Frequency (%) |
| 130.4549988 | 1 | |
| 131.4689995 | 1 | |
| 132.3599998 | 1 | |
| 133.6449997 | 1 | |
| 134.7940002 | 1 | |
| 136.0320007 | 1 | |
| 137.1450012 | 1 | |
| 138.1920013 | 1 | |
| 139.4440002 | 1 | |
| 140.2680008 | 1 |
| Value | Count | Frequency (%) |
| 213.0920013 | 1 | |
| 212.3660004 | 1 | |
| 212.0059998 | 1 | |
| 211.9420013 | 1 | |
| 211.8390015 | 1 | |
| 211.5800003 | 1 | |
| 211.2290009 | 1 | |
| 209.6339996 | 1 | |
| 208.5089996 | 1 | |
| 207.2079987 | 1 |
Volatility_10
Real number (ℝ)
MISSING 
| Distinct | 368 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 9 |
| Missing (%) | 2.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0894073 |
| Minimum | 0.7065527 |
|---|---|
| Maximum | 9.7076821 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 0.7065527 |
|---|---|
| 5-th percentile | 1.3272386 |
| Q1 | 2.0480656 |
| median | 2.7583988 |
| Q3 | 3.6507659 |
| 95-th percentile | 5.9396041 |
| Maximum | 9.7076821 |
| Range | 9.0011294 |
| Interquartile range (IQR) | 1.6027003 |
Descriptive statistics
| Standard deviation | 1.5255676 |
|---|---|
| Coefficient of variation (CV) | 0.49380592 |
| Kurtosis | 3.1044229 |
| Mean | 3.0894073 |
| Median Absolute Deviation (MAD) | 0.74457686 |
| Skewness | 1.5485886 |
| Sum | 1136.9019 |
| Variance | 2.3273565 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4.046439716 | 1 | 0.3% |
| 1.78219215 | 1 | 0.3% |
| 1.746211738 | 1 | 0.3% |
| 3.040988663 | 1 | 0.3% |
| 4.001956085 | 1 | 0.3% |
| 4.558337888 | 1 | 0.3% |
| 4.937837281 | 1 | 0.3% |
| 5.188110002 | 1 | 0.3% |
| 5.420976107 | 1 | 0.3% |
| 4.818262532 | 1 | 0.3% |
| Other values (358) | 358 | |
| (Missing) | 9 | 2.4% |
| Value | Count | Frequency (%) |
| 0.7065526953 | 1 | |
| 0.7464511512 | 1 | |
| 0.7770942862 | 1 | |
| 0.997711032 | 1 | |
| 1.007812161 | 1 | |
| 1.141057073 | 1 | |
| 1.146558179 | 1 | |
| 1.149849541 | 1 | |
| 1.203617492 | 1 | |
| 1.212298882 | 1 |
| Value | Count | Frequency (%) |
| 9.70768208 | 1 | |
| 9.590580109 | 1 | |
| 8.995092392 | 1 | |
| 8.971839121 | 1 | |
| 8.529783193 | 1 | |
| 8.111752601 | 1 | |
| 7.894354199 | 1 | |
| 7.78600246 | 1 | |
| 7.680089739 | 1 | |
| 7.105134617 | 1 |
MA_20
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 19 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.97428 |
| Minimum | 135.779 |
|---|---|
| Maximum | 209.4595 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 135.779 |
|---|---|
| 5-th percentile | 150.31315 |
| Q1 | 170.9125 |
| median | 178.63675 |
| Q3 | 188.15275 |
| 95-th percentile | 193.85213 |
| Maximum | 209.4595 |
| Range | 73.680501 |
| Interquartile range (IQR) | 17.240248 |
Descriptive statistics
| Standard deviation | 14.131809 |
|---|---|
| Coefficient of variation (CV) | 0.079852335 |
| Kurtosis | 0.17509855 |
| Mean | 176.97428 |
| Median Absolute Deviation (MAD) | 9.0699997 |
| Skewness | -0.68048828 |
| Sum | 63356.791 |
| Variance | 199.70803 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 193.3185005 | 1 | 0.3% |
| 188.1179993 | 1 | 0.3% |
| 188.1649994 | 1 | 0.3% |
| 188.4339996 | 1 | 0.3% |
| 188.7969994 | 1 | 0.3% |
| 189.5415001 | 1 | 0.3% |
| 190.2654999 | 1 | 0.3% |
| 190.8675003 | 1 | 0.3% |
| 191.3235008 | 1 | 0.3% |
| 191.6730003 | 1 | 0.3% |
| Other values (348) | 348 | |
| (Missing) | 19 | 5.0% |
| Value | Count | Frequency (%) |
| 135.7789993 | 1 | |
| 136.796999 | 1 | |
| 138.0199993 | 1 | |
| 139.4939995 | 1 | |
| 140.5994995 | 1 | |
| 141.8244995 | 1 | |
| 142.8839996 | 1 | |
| 143.7529991 | 1 | |
| 144.6329987 | 1 | |
| 145.5874992 | 1 |
| Value | Count | Frequency (%) |
| 209.4595001 | 1 | |
| 208.0995003 | 1 | |
| 206.7875 | 1 | |
| 205.5625 | 1 | |
| 204.5959999 | 1 | |
| 203.4054993 | 1 | |
| 202.2424995 | 1 | |
| 201.287999 | 1 | |
| 200.2249992 | 1 | |
| 199.3954987 | 1 |
Volatility_20
Real number (ℝ)
MISSING 
| Distinct | 358 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 19 |
| Missing (%) | 5.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.4344414 |
| Minimum | 2.0074068 |
|---|---|
| Maximum | 10.277889 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | 2.0074068 |
|---|---|
| 5-th percentile | 2.4609049 |
| Q1 | 3.0187342 |
| median | 3.8834756 |
| Q3 | 5.3002588 |
| 95-th percentile | 8.3726044 |
| Maximum | 10.277889 |
| Range | 8.2704825 |
| Interquartile range (IQR) | 2.2815246 |
Descriptive statistics
| Standard deviation | 1.8341298 |
|---|---|
| Coefficient of variation (CV) | 0.41361012 |
| Kurtosis | 0.58415232 |
| Mean | 4.4344414 |
| Median Absolute Deviation (MAD) | 0.99922912 |
| Skewness | 1.124259 |
| Sum | 1587.53 |
| Variance | 3.3640323 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.05019438 | 1 | 0.3% |
| 4.61875227 | 1 | 0.3% |
| 4.684888309 | 1 | 0.3% |
| 5.031703877 | 1 | 0.3% |
| 5.301245993 | 1 | 0.3% |
| 5.440700631 | 1 | 0.3% |
| 5.574439578 | 1 | 0.3% |
| 5.728447551 | 1 | 0.3% |
| 5.648666323 | 1 | 0.3% |
| 5.529309235 | 1 | 0.3% |
| Other values (348) | 348 | |
| (Missing) | 19 | 5.0% |
| Value | Count | Frequency (%) |
| 2.007406816 | 1 | |
| 2.073079146 | 1 | |
| 2.099920143 | 1 | |
| 2.103446065 | 1 | |
| 2.124086832 | 1 | |
| 2.127306029 | 1 | |
| 2.216914316 | 1 | |
| 2.25644592 | 1 | |
| 2.270771667 | 1 | |
| 2.325729754 | 1 |
| Value | Count | Frequency (%) |
| 10.27788934 | 1 | |
| 10.22548723 | 1 | |
| 10.09407565 | 1 | |
| 9.863836597 | 1 | |
| 9.632940923 | 1 | |
| 9.505026532 | 1 | |
| 9.478695098 | 1 | |
| 9.236876034 | 1 | |
| 8.770866715 | 1 | |
| 8.632305054 | 1 |
Return
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 376 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 0.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00161436 |
| Minimum | -0.048020049 |
|---|---|
| Maximum | 0.072649126 |
| Zeros | 1 |
| Zeros (%) | 0.3% |
| Negative | 170 |
| Negative (%) | 45.1% |
| Memory size | 5.9 KiB |
Quantile statistics
| Minimum | -0.048020049 |
|---|---|
| 5-th percentile | -0.019152647 |
| Q1 | -0.0069333593 |
| median | 0.0015522883 |
| Q3 | 0.0087628992 |
| 95-th percentile | 0.021892529 |
| Maximum | 0.072649126 |
| Range | 0.12066917 |
| Interquartile range (IQR) | 0.015696258 |
Descriptive statistics
| Standard deviation | 0.01366199 |
|---|---|
| Coefficient of variation (CV) | 8.4627905 |
| Kurtosis | 3.1444567 |
| Mean | 0.00161436 |
| Median Absolute Deviation (MAD) | 0.0077923005 |
| Skewness | 0.53315983 |
| Sum | 0.60699936 |
| Variance | 0.00018664998 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.002226290179 | 1 | 0.3% |
| -0.003222547374 | 1 | 0.3% |
| 0.00567140032 | 1 | 0.3% |
| -0.002263409002 | 1 | 0.3% |
| 0.02417488166 | 1 | 0.3% |
| -0.004013033762 | 1 | 0.3% |
| -0.01270011581 | 1 | 0.3% |
| -0.007487607166 | 1 | 0.3% |
| -0.03578662771 | 1 | 0.3% |
| -0.005424129775 | 1 | 0.3% |
| Other values (366) | 366 |
| Value | Count | Frequency (%) |
| -0.04802004898 | 1 | |
| -0.04085746419 | 1 | |
| -0.03579332312 | 1 | |
| -0.03578662771 | 1 | |
| -0.02924939039 | 1 | |
| -0.02844095267 | 1 | |
| -0.0266798246 | 1 | |
| -0.02617044149 | 1 | |
| -0.02538126164 | 1 | |
| -0.02460553222 | 1 |
| Value | Count | Frequency (%) |
| 0.07264912559 | 1 | |
| 0.05981625254 | 1 | |
| 0.04692692173 | 1 | |
| 0.04327091763 | 1 | |
| 0.03706260689 | 1 | |
| 0.03679410172 | 1 | |
| 0.0350900897 | 1 | |
| 0.03410363052 | 1 | |
| 0.03257068341 | 1 | |
| 0.02910457233 | 1 |
Target
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.3 KiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 377 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 0 | 172 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 0 | 172 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 0 | 172 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 377 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 0 | 172 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 377 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 0 | 172 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 377 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 205 | |
| 0 | 172 |
| Close | High | Low | MA_10 | MA_20 | Open | Return | Target | Volatility_10 | Volatility_20 | Volume | low-high | open-close | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Close | 1.000 | 0.996 | 0.996 | 0.947 | 0.878 | 0.991 | 0.035 | 0.059 | -0.035 | 0.132 | -0.221 | 0.052 | 0.029 |
| High | 0.996 | 1.000 | 0.996 | 0.952 | 0.883 | 0.996 | -0.012 | 0.060 | -0.028 | 0.134 | -0.199 | 0.016 | 0.088 |
| Low | 0.996 | 0.996 | 1.000 | 0.949 | 0.879 | 0.996 | -0.007 | 0.000 | -0.036 | 0.132 | -0.235 | 0.080 | 0.085 |
| MA_10 | 0.947 | 0.952 | 0.949 | 1.000 | 0.964 | 0.952 | -0.086 | 0.000 | -0.036 | 0.131 | -0.164 | -0.007 | 0.134 |
| MA_20 | 0.878 | 0.883 | 0.879 | 0.964 | 1.000 | 0.883 | -0.073 | 0.000 | -0.001 | 0.146 | -0.107 | -0.075 | 0.111 |
| Open | 0.991 | 0.996 | 0.996 | 0.952 | 0.883 | 1.000 | -0.057 | 0.084 | -0.031 | 0.134 | -0.224 | 0.051 | 0.145 |
| Return | 0.035 | -0.012 | -0.007 | -0.086 | -0.073 | -0.057 | 1.000 | 0.000 | 0.026 | 0.057 | 0.076 | -0.055 | -0.797 |
| Target | 0.059 | 0.060 | 0.000 | 0.000 | 0.000 | 0.084 | 0.000 | 1.000 | -0.025 | 0.068 | 0.061 | -0.011 | -0.042 |
| Volatility_10 | -0.035 | -0.028 | -0.036 | -0.036 | -0.001 | -0.031 | 0.026 | -0.025 | 1.000 | 0.484 | 0.297 | -0.191 | 0.019 |
| Volatility_20 | 0.132 | 0.134 | 0.132 | 0.131 | 0.146 | 0.134 | 0.057 | 0.068 | 0.484 | 1.000 | 0.124 | -0.150 | -0.017 |
| Volume | -0.221 | -0.199 | -0.235 | -0.164 | -0.107 | -0.224 | 0.076 | 0.061 | 0.297 | 0.124 | 1.000 | -0.615 | -0.074 |
| low-high | 0.052 | 0.016 | 0.080 | -0.007 | -0.075 | 0.051 | -0.055 | -0.011 | -0.191 | -0.150 | -0.615 | 1.000 | 0.043 |
| open-close | 0.029 | 0.088 | 0.085 | 0.134 | 0.111 | 0.145 | -0.797 | -0.042 | 0.019 | -0.017 | -0.074 | 0.043 | 1.000 |
| Open | High | Low | Close | Volume | open-close | low-high | MA_10 | Volatility_10 | MA_20 | Volatility_20 | Return | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||||||
| 2023-01-03 | 130.279999 | 130.899994 | 124.169998 | 125.070000 | 112117500 | 5.209999 | -6.729996 | NaN | NaN | NaN | NaN | NaN | 1 |
| 2023-01-04 | 126.889999 | 128.660004 | 125.080002 | 126.360001 | 89113600 | 0.529999 | -3.580002 | NaN | NaN | NaN | NaN | 0.010314 | 0 |
| 2023-01-05 | 127.129997 | 127.769997 | 124.760002 | 125.019997 | 80962700 | 2.110001 | -3.009995 | NaN | NaN | NaN | NaN | -0.010605 | 1 |
| 2023-01-06 | 126.010002 | 130.289993 | 124.889999 | 129.619995 | 87754700 | -3.609993 | -5.399994 | NaN | NaN | NaN | NaN | 0.036794 | 1 |
| 2023-01-09 | 130.470001 | 133.410004 | 129.889999 | 130.149994 | 70790800 | 0.320007 | -3.520004 | NaN | NaN | NaN | NaN | 0.004089 | 1 |
| 2023-01-10 | 130.259995 | 131.259995 | 128.119995 | 130.729996 | 63896200 | -0.470001 | -3.139999 | NaN | NaN | NaN | NaN | 0.004456 | 1 |
| 2023-01-11 | 131.250000 | 133.509995 | 130.460007 | 133.490005 | 69458900 | -2.240005 | -3.049988 | NaN | NaN | NaN | NaN | 0.021112 | 0 |
| 2023-01-12 | 133.880005 | 134.259995 | 131.440002 | 133.410004 | 71379600 | 0.470001 | -2.819992 | NaN | NaN | NaN | NaN | -0.000599 | 1 |
| 2023-01-13 | 132.029999 | 134.919998 | 131.660004 | 134.759995 | 57809700 | -2.729996 | -3.259995 | NaN | NaN | NaN | NaN | 0.010119 | 1 |
| 2023-01-17 | 134.830002 | 137.289993 | 134.130005 | 135.940002 | 63646600 | -1.110001 | -3.159988 | 130.454999 | 3.982377 | NaN | NaN | 0.008756 | 0 |
| Open | High | Low | Close | Volume | open-close | low-high | MA_10 | Volatility_10 | MA_20 | Volatility_20 | Return | Target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Date | |||||||||||||
| 2024-06-20 | 213.929993 | 214.240005 | 208.850006 | 209.679993 | 86172500 | 4.250000 | -5.389999 | 207.207999 | 8.971839 | 199.395499 | 10.277889 | -0.021513 | 0 |
| 2024-06-21 | 210.389999 | 211.889999 | 207.110001 | 207.490005 | 246421400 | 2.899994 | -4.779999 | 208.509000 | 7.786002 | 200.224999 | 10.225487 | -0.010444 | 1 |
| 2024-06-24 | 207.720001 | 212.699997 | 206.589996 | 208.139999 | 80727000 | -0.419998 | -6.110001 | 209.634000 | 6.650608 | 201.287999 | 9.863837 | 0.003133 | 1 |
| 2024-06-25 | 209.149994 | 211.380005 | 208.610001 | 209.070007 | 56713900 | 0.079987 | -2.770004 | 211.229001 | 3.337343 | 202.242500 | 9.632941 | 0.004468 | 1 |
| 2024-06-26 | 211.500000 | 214.860001 | 210.639999 | 213.250000 | 66213200 | -1.750000 | -4.220001 | 211.839001 | 3.054429 | 203.405499 | 9.478695 | 0.019993 | 1 |
| 2024-06-27 | 214.690002 | 215.740005 | 212.350006 | 214.100006 | 49772700 | 0.589996 | -3.389999 | 211.942001 | 3.117273 | 204.596000 | 9.236876 | 0.003986 | 0 |
| 2024-06-28 | 215.770004 | 216.070007 | 210.300003 | 210.619995 | 82542700 | 5.150009 | -5.770004 | 211.580000 | 3.029722 | 205.562500 | 8.770867 | -0.016254 | 1 |
| 2024-07-01 | 212.089996 | 217.509995 | 211.919998 | 216.750000 | 60402900 | -4.660004 | -5.589996 | 212.006000 | 3.443173 | 206.787500 | 8.521054 | 0.029105 | 1 |
| 2024-07-02 | 216.149994 | 220.380005 | 215.100006 | 220.270004 | 58046200 | -4.120010 | -5.279999 | 212.366000 | 4.108850 | 208.099500 | 8.473352 | 0.016240 | 1 |
| 2024-07-03 | 220.000000 | 221.550003 | 219.029999 | 221.550003 | 37369800 | -1.550003 | -2.520004 | 213.092001 | 5.025681 | 209.459500 | 8.332029 | 0.005811 | 0 |